Listed by the USPTO as GONZALES, VINCENT
Tech Center 4100 • Art Units: 2122 2124 2129 2148 4100
This examiner grants 79% of resolved cases
GONZALES, VINCENT is assigned to tech center 4100 and art unit 2122. The record contains 542 resolved cases, a 78.8% allowance rate, and a median of 1251 days to allowance. The allowance result supplies a useful planning signal, but the pendency period indicates that prosecution may still require patience even when the eventual outcome is favorable.
The interview lift is 11.1%, suggesting a positive but limited association with allowance outcomes. Practitioners can use interviews to test amendment positions and clarify the record, while maintaining written arguments as the principal support for prosecution. The main companies are NEC Corporation, Huawei Technologies Co., Ltd., and Mitsubishi Electric Corporation. The firms listed are BERKELEY LAW & TECHNOLOGY GROUP, LLP, CANTOR COLBURN LLP-GM CRUISE, and CESARI AND MCKENNA, LLP.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18570463 | TRAINING DEVICE, ESTIMATION SYSTEM, TRAINING METHOD, AND RECORDING MEDIUM | Final Rejection | NEC Corporation |
| 18605951 | NEURAL NETWORK MODEL OPTIMIZATION METHOD AND RELATED DEVICE | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18605901 | System and Method for Transformation of Discrete Input for Adversarial Robustness | Non-Final OA | Mitsubishi Electric Research Laboratories, Inc. |
| 18101279 | GENERATION AND DEPLOYMENT OF CONTEXT-SPECIFIC MACHINE LEARNING MODELS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18467096 | APPARATUS, METHOD, AND COMPUTER PROGRAM FOR TRANSFER LEARNING | Non-Final OA | Nokia Technologies Oy |
| 18174694 | CO-DESIGN OF A MODEL AND CHIP FOR DEEP LEARNING BACKGROUND | Non-Final OA | International Business Machines Corporation |
| 18011047 | PERFORMANCE TESTING FOR ROBOTIC SYSTEMS | Non-Final OA | Five AI Limited |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy78.8% of resolved applications examined by Vincent Gonzales were allowed (542 resolved cases), compared with 31.6% across Art Unit 2122 over the last five years.
This examiner's interview lift is +11.1 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Vincent Gonzales took 1,251 days on average from filing to allowance.
Vincent Gonzales examines applications in Art Unit 2122 in Tech Center 4100.
